Table Data - All Employees: Education and Health Services: Private Education and Health Services in Duluth, MN-WI (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Duluth, MN-WI (MSA) |
|---|---|
| Series ID | DULU227EDUH |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-04-01 |
| Last Updated | 2026-05-26 3:02 PM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 13.9675550583595 |
| 1990-02-01 | 13.9868022140977 |
| 1990-03-01 | 14.0808421054083 |
| 1990-04-01 | 14.0768029365797 |
| 1990-05-01 | 14.1414350378132 |
| 1990-06-01 | 14.2805212077218 |
| 1990-07-01 | 14.4982387649653 |
| 1990-08-01 | 14.6120933703495 |
| 1990-09-01 | 14.6701163447195 |
| 1990-10-01 | 14.7178732697292 |
| 1990-11-01 | 14.8014474696557 |
| 1990-12-01 | 14.8616260460496 |
| 1991-01-01 | 15.1622813881886 |
| 1991-02-01 | 15.1825709954494 |
| 1991-03-01 | 15.2767084904675 |
| 1991-04-01 | 15.1704764666409 |
| 1991-05-01 | 15.2399106352167 |
| 1991-06-01 | 15.1893025133707 |
| 1991-07-01 | 15.2063947241659 |
| 1991-08-01 | 15.4412763125757 |
| 1991-09-01 | 15.3708781827922 |
| 1991-10-01 | 15.4069378789134 |
| 1991-11-01 | 15.5772777062667 |
| 1991-12-01 | 15.6445073533315 |
| 1992-01-01 | 15.5813149109300 |
| 1992-02-01 | 15.6901996665949 |
| 1992-03-01 | 15.5878540985559 |
| 1992-04-01 | 15.7576851064437 |
| 1992-05-01 | 15.9390372584373 |
| 1992-06-01 | 15.8904633178376 |
| 1992-07-01 | 15.8113325184689 |
| 1992-08-01 | 15.8621231372673 |
| 1992-09-01 | 15.8694922424625 |
| 1992-10-01 | 15.9942878069642 |
| 1992-11-01 | 15.8446261036834 |
| 1992-12-01 | 15.9338139139049 |
| 1993-01-01 | 15.9115954053112 |
| 1993-02-01 | 15.8091534273661 |
| 1993-03-01 | 16.0103704851037 |
| 1993-04-01 | 16.2431031498862 |
| 1993-05-01 | 16.2348114420693 |
| 1993-06-01 | 16.2776563179741 |
| 1993-07-01 | 16.4178254972389 |
| 1993-08-01 | 16.2819708688290 |
| 1993-09-01 | 16.4623254003940 |
| 1993-10-01 | 16.3762935195405 |
| 1993-11-01 | 16.4141117970245 |
| 1993-12-01 | 16.3198788879708 |
| 1994-01-01 | 16.5474288692730 |
| 1994-02-01 | 16.5318498358796 |
| 1994-03-01 | 16.5319023109175 |
| 1994-04-01 | 16.4277398374262 |
| 1994-05-01 | 16.4363204398769 |
| 1994-06-01 | 16.5609787719045 |
| 1994-07-01 | 16.5121314783165 |
| 1994-08-01 | 16.4858093733828 |
| 1994-09-01 | 16.5372320991486 |
| 1994-10-01 | 16.7750783775860 |
| 1994-11-01 | 16.8903558103402 |
| 1994-12-01 | 17.0198277403872 |
| 1995-01-01 | 16.8693144152559 |
| 1995-02-01 | 17.0488460285899 |
| 1995-03-01 | 17.1487328792204 |
| 1995-04-01 | 17.2240020721152 |
| 1995-05-01 | 17.2304141535808 |
| 1995-06-01 | 17.2380174262279 |
| 1995-07-01 | 17.5341124246827 |
| 1995-08-01 | 17.7051700076593 |
| 1995-09-01 | 17.6227485406700 |
| 1995-10-01 | 17.6711742741106 |
| 1995-11-01 | 17.8748542088035 |
| 1995-12-01 | 17.8117103426412 |
| 1996-01-01 | 17.3822840179863 |
| 1996-02-01 | 17.3595690931996 |
| 1996-03-01 | 17.3572649615387 |
| 1996-04-01 | 17.7272067144704 |
| 1996-05-01 | 17.7319484965046 |
| 1996-06-01 | 17.6207334976790 |
| 1996-07-01 | 17.6363039412668 |
| 1996-08-01 | 17.6804378119388 |
| 1996-09-01 | 17.8115324344277 |
| 1996-10-01 | 17.7804077176609 |
| 1996-11-01 | 17.6858720887427 |
| 1996-12-01 | 17.8190041192510 |
| 1997-01-01 | 17.7841106253165 |
| 1997-02-01 | 17.8702940247831 |
| 1997-03-01 | 18.1656142839232 |
| 1997-04-01 | 17.9346655865760 |
| 1997-05-01 | 17.9234357565878 |
| 1997-06-01 | 18.3079496511991 |
| 1997-07-01 | 18.1453263778360 |
| 1997-08-01 | 18.2739169811484 |
| 1997-09-01 | 18.4115264979685 |
| 1997-10-01 | 18.2691409414595 |
| 1997-11-01 | 18.3959785258945 |
| 1997-12-01 | 18.3133690234589 |
| 1998-01-01 | 18.5849364106690 |
| 1998-02-01 | 18.6857873263686 |
| 1998-03-01 | 18.6703104458038 |
| 1998-04-01 | 19.3322722248662 |
| 1998-05-01 | 19.5211356646485 |
| 1998-06-01 | 19.5125370779545 |
| 1998-07-01 | 19.2407334316121 |
| 1998-08-01 | 19.3734379035709 |
| 1998-09-01 | 19.3096864646553 |
| 1998-10-01 | 19.4563921505129 |
| 1998-11-01 | 19.5090347551691 |
| 1998-12-01 | 19.6153159106379 |
| 1999-01-01 | 19.5734590072506 |
| 1999-02-01 | 19.5948155044717 |
| 1999-03-01 | 19.5715205613211 |
| 1999-04-01 | 19.6320436457612 |
| 1999-05-01 | 19.6182842622794 |
| 1999-06-01 | 19.7027867811996 |
| 1999-07-01 | 19.9289442053141 |
| 1999-08-01 | 19.9705827043532 |
| 1999-09-01 | 19.9298784825391 |
| 1999-10-01 | 20.3355556737517 |
| 1999-11-01 | 20.4205118253725 |
| 1999-12-01 | 20.6180467179010 |
| 2000-01-01 | 20.5759247055607 |
| 2000-02-01 | 20.5924364616358 |
| 2000-03-01 | 20.7656482285895 |
| 2000-04-01 | 20.7215120393107 |
| 2000-05-01 | 20.7220977910483 |
| 2000-06-01 | 20.7112294490993 |
| 2000-07-01 | 20.8151606831815 |
| 2000-08-01 | 20.7691028162286 |
| 2000-09-01 | 20.7413739829271 |
| 2000-10-01 | 20.7232889684653 |
| 2000-11-01 | 20.7438532933196 |
| 2000-12-01 | 20.6473136560898 |
| 2001-01-01 | 20.7850896355170 |
| 2001-02-01 | 20.7870040713369 |
| 2001-03-01 | 20.7572919043015 |
| 2001-04-01 | 21.2003430496212 |
| 2001-05-01 | 21.4137374882672 |
| 2001-06-01 | 21.4055487517371 |
| 2001-07-01 | 21.8219860153156 |
| 2001-08-01 | 21.9856153238549 |
| 2001-09-01 | 22.0456787709560 |
| 2001-10-01 | 22.1066475815788 |
| 2001-11-01 | 22.1561974627744 |
| 2001-12-01 | 22.3574586779560 |
| 2002-01-01 | 22.6108506354325 |
| 2002-02-01 | 22.5686085198801 |
| 2002-03-01 | 22.5380834410683 |
| 2002-04-01 | 22.6764534496335 |
| 2002-05-01 | 22.7059535519232 |
| 2002-06-01 | 22.8975832278526 |
| 2002-07-01 | 22.6329177796128 |
| 2002-08-01 | 22.8912253763961 |
| 2002-09-01 | 22.9241287430732 |
| 2002-10-01 | 23.2150025511770 |
| 2002-11-01 | 23.3869379449242 |
| 2002-12-01 | 23.3704584427866 |
| 2003-01-01 | 23.4361059430912 |
| 2003-02-01 | 23.6441686815916 |
| 2003-03-01 | 23.6270364971439 |
| 2003-04-01 | 23.5570001378684 |
| 2003-05-01 | 23.5982828484076 |
| 2003-06-01 | 23.6757100759527 |
| 2003-07-01 | 23.6571799610098 |
| 2003-08-01 | 23.6846009771481 |
| 2003-09-01 | 23.9092468486064 |
| 2003-10-01 | 23.9345800292435 |
| 2003-11-01 | 23.9072548305593 |
| 2003-12-01 | 23.8680712812356 |
| 2004-01-01 | 24.1706002981991 |
| 2004-02-01 | 24.2202067328778 |
| 2004-03-01 | 24.4231270557420 |
| 2004-04-01 | 24.6506624901384 |
| 2004-05-01 | 24.6050037655492 |
| 2004-06-01 | 24.7780402903889 |
| 2004-07-01 | 24.5689217580797 |
| 2004-08-01 | 24.5606406536419 |
| 2004-09-01 | 24.4797388732864 |
| 2004-10-01 | 24.7467969956726 |
| 2004-11-01 | 24.8177740598385 |
| 2004-12-01 | 24.9475270091837 |
| 2005-01-01 | 24.9033572552555 |
| 2005-02-01 | 25.1223513423154 |
| 2005-03-01 | 25.2336058848313 |
| 2005-04-01 | 25.2517990821086 |
| 2005-05-01 | 25.4084265283021 |
| 2005-06-01 | 25.4906207293895 |
| 2005-07-01 | 25.5759039731113 |
| 2005-08-01 | 25.6162750606598 |
| 2005-09-01 | 25.7613732646046 |
| 2005-10-01 | 25.6550876300462 |
| 2005-11-01 | 25.8015950552937 |
| 2005-12-01 | 26.1251026526560 |
| 2006-01-01 | 26.2429242654396 |
| 2006-02-01 | 26.3389513562819 |
| 2006-03-01 | 26.4496445444109 |
| 2006-04-01 | 26.6620681642640 |
| 2006-05-01 | 26.5967908162046 |
| 2006-06-01 | 26.9269207035693 |
| 2006-07-01 | 27.1792207559833 |
| 2006-08-01 | 27.3656499857105 |
| 2006-09-01 | 27.3455165280666 |
| 2006-10-01 | 27.3544647963315 |
| 2006-11-01 | 27.4892011071948 |
| 2006-12-01 | 27.5120889940189 |
| 2007-01-01 | 27.5636583952035 |
| 2007-02-01 | 27.6593625567612 |
| 2007-03-01 | 27.6730389050553 |
| 2007-04-01 | 27.4584364465937 |
| 2007-05-01 | 27.5824237574278 |
| 2007-06-01 | 27.8547439080329 |
| 2007-07-01 | 28.2798508666310 |
| 2007-08-01 | 28.2137138644202 |
| 2007-09-01 | 28.3599161314622 |
| 2007-10-01 | 28.5492244194987 |
| 2007-11-01 | 28.5737896100258 |
| 2007-12-01 | 28.5218987105138 |
| 2008-01-01 | 28.4756983267722 |
| 2008-02-01 | 28.4569500577812 |
| 2008-03-01 | 28.4815259519292 |
| 2008-04-01 | 28.5467531915736 |
| 2008-05-01 | 28.7601102361165 |
| 2008-06-01 | 28.6847050044013 |
| 2008-07-01 | 28.5840876770451 |
| 2008-08-01 | 28.7012875388959 |
| 2008-09-01 | 28.5690818001323 |
| 2008-10-01 | 28.5331414325194 |
| 2008-11-01 | 28.6793556899535 |
| 2008-12-01 | 28.6517689847290 |
| 2009-01-01 | 28.5742930872580 |
| 2009-02-01 | 28.5459229032299 |
| 2009-03-01 | 28.6804283292217 |
| 2009-04-01 | 28.6121732069853 |
| 2009-05-01 | 28.8358273177751 |
| 2009-06-01 | 28.7987567011077 |
| 2009-07-01 | 29.2073429773186 |
| 2009-08-01 | 29.3333023847138 |
| 2009-09-01 | 29.0894967214829 |
| 2009-10-01 | 29.2180010991304 |
| 2009-11-01 | 29.2797359610064 |
| 2009-12-01 | 29.4762302834503 |
| 2010-01-01 | 29.7752254116135 |
| 2010-02-01 | 29.9015080585627 |
| 2010-03-01 | 30.0529323473809 |
| 2010-04-01 | 30.2542867176033 |
| 2010-05-01 | 30.0938904050745 |
| 2010-06-01 | 30.4571369000838 |
| 2010-07-01 | 30.3634599468820 |
| 2010-08-01 | 30.4268575092386 |
| 2010-09-01 | 30.2875322750275 |
| 2010-10-01 | 30.3934578717155 |
| 2010-11-01 | 30.3692696440056 |
| 2010-12-01 | 30.3975701975996 |
| 2011-01-01 | 30.4709751301987 |
| 2011-02-01 | 30.4299017049020 |
| 2011-03-01 | 30.2980848723222 |
| 2011-04-01 | 30.2876742500496 |
| 2011-05-01 | 30.3810483565744 |
| 2011-06-01 | 30.6215102791369 |
| 2011-07-01 | 30.3334139960947 |
| 2011-08-01 | 30.3480385158567 |
| 2011-09-01 | 30.3790569644059 |
| 2011-10-01 | 30.2743636081236 |
| 2011-11-01 | 30.1406219494387 |
| 2011-12-01 | 30.2168084348429 |
| 2012-01-01 | 29.9550392399725 |
| 2012-02-01 | 29.8319810180461 |
| 2012-03-01 | 29.8220843408795 |
| 2012-04-01 | 29.9339799127207 |
| 2012-05-01 | 29.9913782992943 |
| 2012-06-01 | 30.2221731262705 |
| 2012-07-01 | 30.3309960511129 |
| 2012-08-01 | 30.2881255900627 |
| 2012-09-01 | 30.1462467592228 |
| 2012-10-01 | 30.2346651667819 |
| 2012-11-01 | 30.2889323869400 |
| 2012-12-01 | 30.3248743727484 |
| 2013-01-01 | 30.8558335237637 |
| 2013-02-01 | 30.6152615670214 |
| 2013-03-01 | 30.7257577748327 |
| 2013-04-01 | 31.3588207020629 |
| 2013-05-01 | 31.2046847421234 |
| 2013-06-01 | 31.0531835841299 |
| 2013-07-01 | 31.1529718661969 |
| 2013-08-01 | 31.2471428417466 |
| 2013-09-01 | 31.7206840621134 |
| 2013-10-01 | 31.5842811079224 |
| 2013-11-01 | 31.7168180648647 |
| 2013-12-01 | 31.5146293541576 |
| 2014-01-01 | 31.4453694193798 |
| 2014-02-01 | 31.4969848714539 |
| 2014-03-01 | 31.5360920495111 |
| 2014-04-01 | 31.3047323903609 |
| 2014-05-01 | 31.2219126493076 |
| 2014-06-01 | 31.1815370819090 |
| 2014-07-01 | 30.9431758150123 |
| 2014-08-01 | 30.9649106583422 |
| 2014-09-01 | 31.1930434619647 |
| 2014-10-01 | 31.2473778273606 |
| 2014-11-01 | 31.9666034108665 |
| 2014-12-01 | 31.8077837484834 |
| 2015-01-01 | 31.4338129657967 |
| 2015-02-01 | 31.5132817185709 |
| 2015-03-01 | 31.4808560479804 |
| 2015-04-01 | 31.3406086379816 |
| 2015-05-01 | 31.2491404571524 |
| 2015-06-01 | 31.3723438648707 |
| 2015-07-01 | 31.6380542486145 |
| 2015-08-01 | 31.7893735392733 |
| 2015-09-01 | 31.7815412687261 |
| 2015-10-01 | 31.8119333223565 |
| 2015-11-01 | 31.7315104689275 |
| 2015-12-01 | 31.6866977206080 |
| 2016-01-01 | 32.1173183522084 |
| 2016-02-01 | 31.9540416001961 |
| 2016-03-01 | 31.9611456580159 |
| 2016-04-01 | 31.8751430609566 |
| 2016-05-01 | 31.8745199052443 |
| 2016-06-01 | 31.7397015216268 |
| 2016-07-01 | 31.7939072915191 |
| 2016-08-01 | 31.7561911708595 |
| 2016-09-01 | 31.7695198158314 |
| 2016-10-01 | 31.8821405674985 |
| 2016-11-01 | 31.8910501889881 |
| 2016-12-01 | 32.0676068048627 |
| 2017-01-01 | 32.4058508344961 |
| 2017-02-01 | 32.1288571669622 |
| 2017-03-01 | 32.1729181416431 |
| 2017-04-01 | 32.3226213810634 |
| 2017-05-01 | 32.4053382719606 |
| 2017-06-01 | 32.3827250129863 |
| 2017-07-01 | 32.4477029690574 |
| 2017-08-01 | 32.4239228522643 |
| 2017-09-01 | 32.5608418988102 |
| 2017-10-01 | 32.5525868501652 |
| 2017-11-01 | 32.5283935804343 |
| 2017-12-01 | 32.6464846721121 |
| 2018-01-01 | 32.6930654592618 |
| 2018-02-01 | 32.7147578260731 |
| 2018-03-01 | 32.6956786793007 |
| 2018-04-01 | 32.9806155873797 |
| 2018-05-01 | 33.0343706717050 |
| 2018-06-01 | 33.1244951557017 |
| 2018-07-01 | 33.0942245691084 |
| 2018-08-01 | 33.0839213381395 |
| 2018-09-01 | 32.8508619295911 |
| 2018-10-01 | 32.9236197671749 |
| 2018-11-01 | 32.9467898204422 |
| 2018-12-01 | 33.0452842065033 |
| 2019-01-01 | 32.8873541600410 |
| 2019-02-01 | 32.8022295974423 |
| 2019-03-01 | 32.9011172004208 |
| 2019-04-01 | 32.9825210940571 |
| 2019-05-01 | 32.9721888561744 |
| 2019-06-01 | 33.0453705800511 |
| 2019-07-01 | 32.9145067295607 |
| 2019-08-01 | 32.9089527440835 |
| 2019-09-01 | 32.9352356382317 |
| 2019-10-01 | 33.0082466254040 |
| 2019-11-01 | 32.9691469531180 |
| 2019-12-01 | 32.8416422527105 |
| 2020-01-01 | 32.8817191838555 |
| 2020-02-01 | 32.8912381565143 |
| 2020-03-01 | 32.7800404860713 |
| 2020-04-01 | 30.4707387581991 |
| 2020-05-01 | 29.6031401658672 |
| 2020-06-01 | 30.0792895282532 |
| 2020-07-01 | 30.5502754859042 |
| 2020-08-01 | 30.7473650322672 |
| 2020-09-01 | 30.9312162961089 |
| 2020-10-01 | 31.2273143179460 |
| 2020-11-01 | 31.0591164135868 |
| 2020-12-01 | 31.0724233748464 |
| 2021-01-01 | 31.0637129923874 |
| 2021-02-01 | 31.1039391485020 |
| 2021-03-01 | 31.0551123604021 |
| 2021-04-01 | 31.2063493065338 |
| 2021-05-01 | 31.1215768693798 |
| 2021-06-01 | 30.9374408139671 |
| 2021-07-01 | 31.1885593384770 |
| 2021-08-01 | 31.0697827917801 |
| 2021-09-01 | 30.9163245175928 |
| 2021-10-01 | 31.0344391233776 |
| 2021-11-01 | 31.0349349915364 |
| 2021-12-01 | 30.8823327204172 |
| 2022-01-01 | 30.8450999208458 |
| 2022-02-01 | 30.9003228022446 |
| 2022-03-01 | 30.8108367984606 |
| 2022-04-01 | 30.3727645013892 |
| 2022-05-01 | 30.6164934675929 |
| 2022-06-01 | 30.5416495020369 |
| 2022-07-01 | 30.6653086127881 |
| 2022-08-01 | 30.6579898275829 |
| 2022-09-01 | 30.8113381526748 |
| 2022-10-01 | 30.7576024917063 |
| 2022-11-01 | 30.7448086446044 |
| 2022-12-01 | 30.7882567696484 |
| 2023-01-01 | 30.7213108161733 |
| 2023-02-01 | 30.7098028503359 |
| 2023-03-01 | 30.8769917111885 |
| 2023-04-01 | 30.7036335221321 |
| 2023-05-01 | 31.0049268034275 |
| 2023-06-01 | 31.2708620581272 |
| 2023-07-01 | 30.8587315680727 |
| 2023-08-01 | 30.9587159238721 |
| 2023-09-01 | 31.0034567192400 |
| 2023-10-01 | 30.9795743046253 |
| 2023-11-01 | 31.0633055973555 |
| 2023-12-01 | 31.0766184866138 |
| 2024-01-01 | 31.2992395925619 |
| 2024-02-01 | 31.4263949636774 |
| 2024-03-01 | 31.6473556336384 |
| 2024-04-01 | 31.4170052090188 |
| 2024-05-01 | 31.3818702328089 |
| 2024-06-01 | 31.4663320671614 |
| 2024-07-01 | 31.3566709963721 |
| 2024-08-01 | 31.4621037191498 |
| 2024-09-01 | 31.4996034385820 |
| 2024-10-01 | 31.6958594658014 |
| 2024-11-01 | 31.7785815816822 |
| 2024-12-01 | 31.8648477185751 |
| 2025-01-01 | 31.9755021990370 |
| 2025-02-01 | 32.0399323475176 |
| 2025-03-01 | 32.1393437161053 |
| 2025-04-01 | 32.1126672811270 |
| 2025-05-01 | 32.1709441447369 |
| 2025-06-01 | 32.1767850730910 |
| 2025-07-01 | 32.3822584144267 |
| 2025-08-01 | 32.4819944127277 |
| 2025-09-01 | 32.1929470877593 |
| 2025-10-01 | 32.0049850406124 |
| 2025-11-01 | 31.7056757584990 |
| 2025-12-01 | 32.0542355267779 |
| 2026-01-01 | 32.0595587108976 |
| 2026-02-01 | 31.6707682116559 |
| 2026-03-01 | 31.6571248159492 |
| 2026-04-01 | 31.8154466471772 |